Deep networks have shown their applicability to many tasks that arise when working with ECG: the task of delineation[1]}, diagnosing certain pathological conditions[2]}, compression [3]}. However, studies of the representation of ECG in convolutional networks show problems when interpolating between points in the code space[4]}.
